Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "40" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 88 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 86 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459905 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.143974 | 0.623519 | -0.210365 | 0.203069 | 0.269164 | 0.294384 | -0.069397 | 1.839295 | 0.6533 | 0.6715 | 0.4063 | nan | nan |
| 2459904 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.123438 | 0.541698 | -0.218118 | 0.259203 | -0.683370 | 0.720523 | 0.817588 | 0.933757 | 0.6568 | 0.6714 | 0.4000 | nan | nan |
| 2459903 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.217607 | 0.489096 | -0.129386 | 0.235949 | -0.757566 | 0.215470 | -0.329265 | -0.187417 | 0.6608 | 0.6760 | 0.4060 | nan | nan |
| 2459902 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.442819 | 0.974120 | -0.162796 | 0.053246 | -0.805311 | 0.430598 | -0.395815 | 1.603702 | 0.6694 | 0.6781 | 0.3954 | nan | nan |
| 2459901 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.592496 | 0.955400 | -0.169821 | 0.228931 | -0.711956 | 0.429727 | -0.219986 | 1.407003 | 0.6711 | 0.6769 | 0.4012 | nan | nan |
| 2459900 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.300092 | 0.734480 | -0.191835 | 0.220790 | -0.618289 | 0.081418 | -0.620419 | 0.677536 | 0.6204 | 0.6347 | 0.3397 | nan | nan |
| 2459898 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.245397 | 0.477333 | -0.289976 | 0.152225 | -0.336961 | 0.719594 | -0.403698 | -0.192984 | 0.6720 | 0.6809 | 0.3964 | nan | nan |
| 2459897 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.113620 | 0.465400 | -0.384780 | 0.272761 | -0.791352 | 0.646717 | -0.609768 | -0.205173 | 0.6775 | 0.6824 | 0.3924 | nan | nan |
| 2459896 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.177338 | 0.487182 | -0.203308 | 0.180092 | -0.647050 | -0.606135 | -0.352740 | -0.166018 | 0.6776 | 0.6849 | 0.3926 | nan | nan |
| 2459895 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.268529 | 0.531409 | -0.222908 | 0.038958 | -0.380275 | -0.319314 | -0.361880 | -0.462337 | 0.7826 | 0.7761 | 0.2495 | nan | nan |
| 2459894 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.325573 | 0.482374 | -0.433858 | 0.211492 | 0.069005 | -0.352456 | -0.185642 | -0.208261 | 0.6861 | 0.6878 | 0.3820 | nan | nan |
| 2459893 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.141655 | 0.632768 | -0.285717 | 0.236590 | -0.538271 | 0.328764 | -0.500294 | -0.139327 | 0.6864 | 0.6894 | 0.3832 | nan | nan |
| 2459892 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.161406 | 0.578215 | -0.282139 | 0.180770 | -0.317354 | -0.274477 | -0.463916 | -0.354176 | 0.6831 | 0.6915 | 0.3825 | nan | nan |
| 2459891 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.135244 | 0.457755 | -0.412982 | 0.252193 | 0.007071 | 0.468548 | 0.195950 | 0.434091 | 0.6770 | 0.6841 | 0.3881 | nan | nan |
| 2459890 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.013161 | 0.339618 | -0.305824 | 0.129576 | 0.328781 | -0.344631 | -0.601460 | -0.302282 | 0.6805 | 0.6809 | 0.3886 | nan | nan |
| 2459889 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.006853 | 0.416953 | -0.585517 | 0.116394 | -0.160067 | 0.043853 | 0.538093 | 0.804024 | 0.6874 | 0.6851 | 0.3829 | nan | nan |
| 2459888 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.045262 | 0.257772 | -0.215160 | 0.162274 | -0.096758 | 0.441975 | -0.381227 | -0.210603 | 0.7014 | 0.7033 | 0.3772 | nan | nan |
| 2459887 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.021713 | 0.517461 | -0.055243 | 0.059142 | -0.168133 | 0.505681 | -0.135878 | 0.332963 | 0.6865 | 0.6864 | 0.3875 | nan | nan |
| 2459886 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.030747 | 0.596870 | -0.026048 | 0.143386 | 0.081668 | 0.014636 | -0.006166 | -0.000461 | 0.7710 | 0.7584 | 0.3165 | nan | nan |
| 2459885 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.217780 | 0.297910 | -0.853060 | -0.870753 | 0.685122 | -0.468259 | -0.572598 | -0.498144 | 0.7370 | 0.7279 | 0.3450 | nan | nan |
| 2459884 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.158865 | 0.293220 | -0.258325 | 0.036986 | 0.274315 | 0.903686 | -0.642722 | -0.033852 | 0.6895 | 0.6835 | 0.3891 | nan | nan |
| 2459883 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.360647 | 0.647170 | -0.691607 | -0.750216 | 0.283745 | -0.672938 | -0.039792 | 0.748557 | 0.6850 | 0.6863 | 0.3841 | nan | nan |
| 2459882 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.114178 | 0.288930 | -0.843811 | -0.713331 | 1.438126 | -0.106852 | -0.254113 | 0.039755 | 0.6900 | 0.6881 | 0.3786 | nan | nan |
| 2459881 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.208262 | 0.566114 | -0.860285 | -0.876555 | 0.332883 | -1.195070 | -0.642111 | -0.981007 | 0.7235 | 0.7306 | 0.3319 | nan | nan |
| 2459880 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.170511 | 0.536726 | -0.518504 | -0.644852 | 0.307406 | -0.882725 | -0.742702 | -0.674475 | 0.6830 | 0.6872 | 0.3890 | nan | nan |
| 2459879 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.050226 | 0.354338 | 0.013214 | 0.292329 | 0.214407 | 0.728314 | -0.406380 | -0.479346 | 0.6742 | 0.6830 | 0.4031 | nan | nan |
| 2459878 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.354665 | 0.340848 | -0.533266 | -0.680059 | 0.414377 | -0.598290 | -0.240913 | -0.843775 | 0.6768 | 0.6891 | 0.3967 | nan | nan |
| 2459876 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.396981 | -0.230985 | -0.600161 | -0.017517 | 0.003600 | -1.273729 | -0.313956 | -0.731678 | 0.6989 | 0.6823 | 0.3866 | nan | nan |
| 2459875 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.179154 | 0.445989 | -0.753671 | -0.663463 | 0.666603 | -0.428449 | -0.739863 | -0.851938 | 0.7116 | 0.7091 | 0.3886 | nan | nan |
| 2459874 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.132941 | -0.127520 | -0.835505 | -0.613323 | 0.477300 | -0.376933 | -0.449324 | -0.734532 | 0.6987 | 0.6808 | 0.3800 | nan | nan |
| 2459873 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.331249 | 0.269710 | -0.644532 | -0.739574 | 1.052624 | -0.766011 | -0.855838 | -0.623129 | 0.7074 | 0.6817 | 0.3744 | nan | nan |
| 2459872 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.127288 | -0.046646 | -0.071280 | -0.827248 | 0.732854 | -0.970387 | -0.670918 | -1.114030 | 0.6988 | 0.6835 | 0.3916 | nan | nan |
| 2459871 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.147381 | 0.186048 | -0.840223 | -0.830310 | 0.230023 | -1.145019 | -0.564637 | -0.902041 | 0.7066 | 0.6821 | 0.3844 | nan | nan |
| 2459870 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.307710 | 0.548822 | -0.736584 | -0.672153 | 1.035584 | 0.127901 | 0.253024 | -0.336618 | 0.7095 | 0.6908 | 0.3860 | nan | nan |
| 2459869 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.074548 | 0.462800 | -0.583743 | -0.778900 | 0.026491 | -0.358400 | -0.563603 | -1.284077 | 0.7163 | 0.7083 | 0.3786 | nan | nan |
| 2459868 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.256759 | 0.684353 | -1.116696 | -1.052649 | 0.738119 | -1.401782 | -0.680536 | -1.290563 | 0.7010 | 0.6841 | 0.3938 | nan | nan |
| 2459867 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.550854 | -0.297479 | -0.951008 | -1.068625 | 0.652559 | -0.408985 | -0.232662 | -0.504425 | 0.7137 | 0.6870 | 0.3911 | nan | nan |
| 2459866 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.532371 | -0.088247 | -0.790188 | -0.676715 | 1.342827 | 0.082994 | -0.423321 | -0.529119 | 0.7120 | 0.6907 | 0.3868 | nan | nan |
| 2459865 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.818044 | -0.015059 | 0.013455 | -1.028894 | 1.386122 | -0.803969 | -0.505659 | -0.933213 | 0.7346 | 0.7120 | 0.3581 | nan | nan |
| 2459864 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.392120 | 0.027663 | -0.044340 | 1.110847 | 0.680093 | -0.475908 | -0.279632 | -0.122974 | 0.7061 | 0.6792 | 0.4047 | nan | nan |
| 2459863 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.194815 | -0.309763 | 0.136591 | 0.730837 | 1.545862 | 0.196391 | -0.541202 | -0.228327 | 0.6991 | 0.6670 | 0.3976 | nan | nan |
| 2459862 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.396484 | -0.462288 | -0.298801 | 1.095689 | -0.554305 | -0.466326 | -0.481135 | -0.643481 | 0.6834 | 0.7024 | 0.4076 | nan | nan |
| 2459861 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.201380 | -0.074021 | 0.312307 | 0.952064 | 0.878722 | 0.206866 | -0.372673 | -0.553185 | 0.7138 | 0.6855 | 0.4089 | nan | nan |
| 2459860 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.003847 | -0.777187 | 0.143716 | 0.732858 | -0.238872 | -0.739849 | -0.283476 | -0.714435 | 0.7203 | 0.6817 | 0.4049 | nan | nan |
| 2459859 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 0.152651 | -0.012518 | 0.455008 | 0.955266 | 0.964518 | 0.603947 | -0.482908 | -0.473402 | 0.7231 | 0.6841 | 0.4028 | nan | nan |
| 2459858 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.153088 | -0.022374 | 0.418368 | 0.888544 | 1.853861 | 0.881101 | -0.341634 | -0.324394 | 0.7329 | 0.6927 | 0.4129 | 1.854700 | 1.545778 |
| 2459857 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 21.984708 | 22.013066 | 5.476358 | 6.012209 | 123.532620 | 175.782886 | 56.976915 | 61.642115 | 0.7062 | 0.6816 | 0.4218 | nan | nan |
| 2459856 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.43% | 14.29% | 0.047711 | -0.370949 | 0.305596 | 0.536961 | 0.029978 | -0.175787 | -0.514659 | -0.621561 | 0.7245 | 0.7061 | 0.3978 | 1.813008 | 1.618956 |
| 2459855 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.58% | 0.00% | 0.452632 | -0.072065 | -0.007791 | 0.363525 | 0.222895 | -0.923253 | -0.635185 | -0.733061 | 0.7099 | 0.7228 | 0.4240 | 1.486081 | 1.369723 |
| 2459854 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 8.93% | 0.00% | 0.379568 | -0.610486 | -0.404891 | -0.117029 | 0.101125 | -0.750553 | -0.149106 | -0.371803 | 0.7217 | 0.7421 | 0.4367 | 1.775100 | 1.511832 |
| 2459853 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12.92% | 0.100919 | -0.513365 | -0.590229 | -0.003646 | 0.808784 | -0.629415 | -0.573340 | -0.770342 | 0.7484 | 0.6940 | 0.4207 | 1.846995 | 1.605631 |
| 2459852 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.192072 | -1.079827 | -0.503190 | -0.302531 | 1.104672 | 8.388029 | -0.713109 | -0.145798 | 0.8414 | 0.8429 | 0.2364 | 4.173082 | 3.934805 |
| 2459851 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 11.76% | 0.00% | 0.007907 | -0.299849 | -0.789522 | 0.138172 | -0.123821 | -1.322934 | -0.262421 | -1.210279 | 0.7756 | 0.7570 | 0.3270 | 1.831810 | 1.568817 |
| 2459850 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 18.02% | 3.49% | 0.359617 | -0.566985 | -0.540910 | 0.139138 | -0.221433 | -0.949293 | -0.412513 | -0.944154 | 0.7518 | 0.7606 | 0.3433 | 1.755755 | 1.535360 |
| 2459849 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 16.67% | 0.00% | 0.169138 | -0.738607 | -0.124196 | 0.352878 | 0.088225 | -0.296450 | -0.517192 | -1.257076 | 0.7510 | 0.7531 | 0.3484 | 1.560223 | 1.389908 |
| 2459848 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 32.16% | 0.00% | 0.141179 | -0.357444 | -0.760877 | -0.695167 | -0.079228 | -1.258720 | -0.620463 | -0.949361 | 0.7299 | 0.7565 | 0.3700 | 1.498221 | 1.329692 |
| 2459847 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.21% | 22.99% | 0.176854 | -0.497268 | -0.179831 | -0.848612 | 0.746480 | 0.294541 | -0.770820 | -0.264502 | 0.7345 | 0.6896 | 0.4226 | 1.717993 | 1.551386 |
| 2459846 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 33.33% | 0.00% | 0.857040 | -0.505797 | -0.380302 | -0.972944 | 2.721550 | 0.989581 | -0.531726 | -0.805518 | 0.8543 | 0.6953 | 0.4714 | 1.620644 | 1.496082 |
| 2459845 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 16.02% | 83.98% | 0.408613 | 0.044094 | -0.839763 | -0.903083 | -0.149193 | 0.064586 | -0.742082 | -1.441271 | 0.7402 | 0.7602 | 0.3700 | 5.872930 | 7.096247 |
| 2459844 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 46.063211 | 47.757239 | 97.153723 | 99.871762 | 256.469980 | 243.707979 | 50.582623 | 67.831940 | 0.8825 | 0.5831 | 0.5993 | nan | nan |
| 2459843 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.323275 | 0.743061 | -1.044883 | -0.788588 | 74.381578 | 80.594530 | -0.552465 | -0.455606 | 0.7550 | 0.7642 | 0.3828 | 4.032753 | 4.189799 |
| 2459840 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 2.171809 | 5.794705 | -1.681691 | -2.322895 | 0.221640 | 1.485961 | 0.482856 | 2.143593 | 0.0242 | 0.0235 | 0.0008 | nan | nan |
| 2459839 | digital_ok | 0.00% | - | - | - | - | - | -0.271647 | 0.856373 | 0.763997 | 1.920337 | -0.744149 | -0.085773 | 0.119269 | 1.776455 | nan | nan | nan | nan | nan |
| 2459838 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 58.202284 | 120.419839 | 63.014129 | 94.527608 | 55.262106 | 145.363681 | 510.305548 | 1447.042028 | 0.0168 | 0.0165 | 0.0005 | 0.795215 | 0.791409 |
| 2459836 | digital_ok | - | 0.00% | 17.19% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6335 | 0.5107 | 0.3957 | nan | nan |
| 2459835 | digital_ok | 100.00% | 0.00% | 83.33% | 0.00% | - | - | 4.977442 | 5.546085 | 9.710349 | 8.208266 | 38.361549 | 52.010219 | -2.171771 | 1.463265 | 0.7149 | 0.3763 | 0.5515 | nan | nan |
| 2459833 | digital_ok | 100.00% | 0.00% | 5.38% | 0.00% | - | - | 17.806913 | 19.141789 | 28.160871 | 29.070274 | 311.632424 | 279.009283 | 42.707159 | 37.630155 | 0.7283 | 0.4245 | 0.5348 | nan | nan |
| 2459832 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.461329 | -0.467749 | -0.979618 | -0.816154 | -0.445106 | -0.480163 | -0.386682 | -0.858861 | 0.0880 | 0.0958 | 0.0190 | 1.192208 | 1.194872 |
| 2459831 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.049747 | 1.268683 | 1.326822 | 2.507522 | -0.546900 | -0.555361 | -0.066608 | 1.091929 | 0.0343 | 0.0392 | 0.0015 | nan | nan |
| 2459830 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.688057 | -0.484647 | -0.682919 | -0.583800 | 0.941536 | -1.089448 | -0.279118 | -0.977849 | 0.0820 | 0.0969 | 0.0228 | 1.223582 | 1.225549 |
| 2459829 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.556188 | -0.238219 | 0.074968 | -0.405593 | -0.223252 | -1.032502 | 0.580840 | -0.929360 | 0.0802 | 0.0883 | 0.0150 | 40.425205 | 20.658126 |
| 2459828 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.698139 | -0.155548 | 0.206029 | -0.109481 | 1.764587 | 0.475484 | 0.469414 | -0.819052 | 0.0746 | 0.0948 | 0.0188 | 1.273287 | 1.274489 |
| 2459827 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.558700 | -0.271716 | -0.256293 | -0.544537 | -0.294171 | -0.920806 | -0.825490 | 0.537754 | 0.0800 | 0.0878 | 0.0157 | 1.214938 | 1.214030 |
| 2459826 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.117709 | -0.269652 | -0.265033 | -0.481482 | 2.842618 | -0.144254 | -0.344776 | -0.767305 | 0.0697 | 0.0873 | 0.0180 | 1.474658 | 1.481823 |
| 2459825 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.005263 | -0.586202 | -0.379538 | -0.408539 | 0.773538 | -0.665390 | -0.806414 | -0.629526 | 0.0819 | 0.1017 | 0.0204 | 1.182496 | 1.170289 |
| 2459824 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.041342 | -0.966281 | -0.647425 | -0.524825 | -0.480360 | -0.860652 | -0.318949 | -0.779334 | 0.0842 | 0.0911 | 0.0142 | 1.210912 | 1.209472 |
| 2459823 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.067552 | 0.121812 | 0.192441 | -0.177182 | 1.805723 | 0.163904 | 0.341806 | -0.330182 | 0.0897 | 0.0971 | 0.0226 | 1.210466 | 1.211290 |
| 2459822 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.048630 | 0.156524 | 0.270221 | 0.005662 | 1.487320 | 0.433718 | -0.610309 | -1.089531 | 0.0951 | 0.1009 | 0.0223 | 1.166033 | 1.164159 |
| 2459821 | digital_ok | 0.00% | 11.29% | 11.29% | 0.00% | 13.16% | 0.00% | -0.416533 | -0.191610 | 0.237961 | -0.404033 | -0.178325 | -0.437569 | -1.842139 | -1.620162 | 0.7271 | 0.5907 | 0.4295 | 2.043092 | 1.818467 |
| 2459820 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 3.21% | 0.011754 | -0.495644 | 0.020548 | -0.435051 | 0.299393 | -0.292679 | -0.490198 | -0.956891 | 0.7818 | 0.6995 | 0.4054 | 1.815292 | 1.680093 |
| 2459817 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 2.63% | -0.339532 | -0.512447 | 0.490941 | -0.082007 | 0.670504 | -0.509813 | -0.522386 | -0.603886 | 0.8223 | 0.6932 | 0.4841 | 2.316450 | 2.052808 |
| 2459816 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.024846 | -0.048763 | -0.621987 | -0.355997 | 0.472905 | -0.631324 | 0.753720 | 1.917741 | 0.8462 | 0.6084 | 0.5791 | 1.919063 | 1.632400 |
| 2459815 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 2.63% | -0.592134 | -0.292103 | -0.123588 | -0.281731 | 1.085330 | 0.144075 | -0.259128 | 0.147601 | 0.8127 | 0.6951 | 0.4936 | 2.485538 | 2.143542 |
| 2459814 | digital_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 3.74% | -0.025457 | -0.377313 | -0.009962 | -0.710513 | 0.031750 | -0.372246 | 0.742540 | -0.652529 | 0.7990 | 0.7303 | 0.3862 | 3.061822 | 2.278450 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Discontinuties | 1.839295 | 0.623519 | 0.143974 | 0.203069 | -0.210365 | 0.294384 | 0.269164 | 1.839295 | -0.069397 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Discontinuties | 0.933757 | 0.541698 | 0.123438 | 0.259203 | -0.218118 | 0.720523 | -0.683370 | 0.933757 | 0.817588 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.489096 | 0.489096 | 0.217607 | 0.235949 | -0.129386 | 0.215470 | -0.757566 | -0.187417 | -0.329265 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Discontinuties | 1.603702 | 0.442819 | 0.974120 | -0.162796 | 0.053246 | -0.805311 | 0.430598 | -0.395815 | 1.603702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Discontinuties | 1.407003 | 0.592496 | 0.955400 | -0.169821 | 0.228931 | -0.711956 | 0.429727 | -0.219986 | 1.407003 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.734480 | 0.300092 | 0.734480 | -0.191835 | 0.220790 | -0.618289 | 0.081418 | -0.620419 | 0.677536 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 0.719594 | 0.477333 | 0.245397 | 0.152225 | -0.289976 | 0.719594 | -0.336961 | -0.192984 | -0.403698 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 0.646717 | 0.465400 | 0.113620 | 0.272761 | -0.384780 | 0.646717 | -0.791352 | -0.205173 | -0.609768 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.487182 | 0.487182 | 0.177338 | 0.180092 | -0.203308 | -0.606135 | -0.647050 | -0.166018 | -0.352740 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.531409 | 0.268529 | 0.531409 | -0.222908 | 0.038958 | -0.380275 | -0.319314 | -0.361880 | -0.462337 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.482374 | 0.482374 | 0.325573 | 0.211492 | -0.433858 | -0.352456 | 0.069005 | -0.208261 | -0.185642 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.632768 | 0.141655 | 0.632768 | -0.285717 | 0.236590 | -0.538271 | 0.328764 | -0.500294 | -0.139327 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.578215 | 0.578215 | 0.161406 | 0.180770 | -0.282139 | -0.274477 | -0.317354 | -0.354176 | -0.463916 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 0.468548 | 0.135244 | 0.457755 | -0.412982 | 0.252193 | 0.007071 | 0.468548 | 0.195950 | 0.434091 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.339618 | 0.339618 | -0.013161 | 0.129576 | -0.305824 | -0.344631 | 0.328781 | -0.302282 | -0.601460 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Discontinuties | 0.804024 | 0.006853 | 0.416953 | -0.585517 | 0.116394 | -0.160067 | 0.043853 | 0.538093 | 0.804024 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 0.441975 | 0.257772 | -0.045262 | 0.162274 | -0.215160 | 0.441975 | -0.096758 | -0.210603 | -0.381227 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.517461 | 0.517461 | 0.021713 | 0.059142 | -0.055243 | 0.505681 | -0.168133 | 0.332963 | -0.135878 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.596870 | -0.030747 | 0.596870 | -0.026048 | 0.143386 | 0.081668 | 0.014636 | -0.006166 | -0.000461 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.685122 | 0.297910 | 0.217780 | -0.870753 | -0.853060 | -0.468259 | 0.685122 | -0.498144 | -0.572598 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 0.903686 | 0.293220 | -0.158865 | 0.036986 | -0.258325 | 0.903686 | 0.274315 | -0.033852 | -0.642722 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Discontinuties | 0.748557 | 0.647170 | 0.360647 | -0.750216 | -0.691607 | -0.672938 | 0.283745 | 0.748557 | -0.039792 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.438126 | 0.288930 | -0.114178 | -0.713331 | -0.843811 | -0.106852 | 1.438126 | 0.039755 | -0.254113 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.566114 | 0.566114 | 0.208262 | -0.876555 | -0.860285 | -1.195070 | 0.332883 | -0.981007 | -0.642111 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.536726 | 0.536726 | 0.170511 | -0.644852 | -0.518504 | -0.882725 | 0.307406 | -0.674475 | -0.742702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 0.728314 | 0.354338 | -0.050226 | 0.292329 | 0.013214 | 0.728314 | 0.214407 | -0.479346 | -0.406380 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.414377 | 0.340848 | 0.354665 | -0.680059 | -0.533266 | -0.598290 | 0.414377 | -0.843775 | -0.240913 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 0.396981 | 0.396981 | -0.230985 | -0.600161 | -0.017517 | 0.003600 | -1.273729 | -0.313956 | -0.731678 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.666603 | 0.179154 | 0.445989 | -0.753671 | -0.663463 | 0.666603 | -0.428449 | -0.739863 | -0.851938 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 1.132941 | 1.132941 | -0.127520 | -0.835505 | -0.613323 | 0.477300 | -0.376933 | -0.449324 | -0.734532 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.052624 | 0.331249 | 0.269710 | -0.644532 | -0.739574 | 1.052624 | -0.766011 | -0.855838 | -0.623129 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.732854 | -0.046646 | -0.127288 | -0.827248 | -0.071280 | -0.970387 | 0.732854 | -1.114030 | -0.670918 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.230023 | 0.186048 | 0.147381 | -0.830310 | -0.840223 | -1.145019 | 0.230023 | -0.902041 | -0.564637 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.035584 | 0.307710 | 0.548822 | -0.736584 | -0.672153 | 1.035584 | 0.127901 | 0.253024 | -0.336618 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 0.462800 | -0.074548 | 0.462800 | -0.583743 | -0.778900 | 0.026491 | -0.358400 | -0.563603 | -1.284077 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.738119 | 0.256759 | 0.684353 | -1.116696 | -1.052649 | 0.738119 | -1.401782 | -0.680536 | -1.290563 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.652559 | 0.550854 | -0.297479 | -0.951008 | -1.068625 | 0.652559 | -0.408985 | -0.232662 | -0.504425 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.342827 | -0.088247 | 0.532371 | -0.676715 | -0.790188 | 0.082994 | 1.342827 | -0.529119 | -0.423321 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.386122 | 0.818044 | -0.015059 | 0.013455 | -1.028894 | 1.386122 | -0.803969 | -0.505659 | -0.933213 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 1.110847 | 0.027663 | 0.392120 | 1.110847 | -0.044340 | -0.475908 | 0.680093 | -0.122974 | -0.279632 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.545862 | 0.194815 | -0.309763 | 0.136591 | 0.730837 | 1.545862 | 0.196391 | -0.541202 | -0.228327 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 1.095689 | 0.396484 | -0.462288 | -0.298801 | 1.095689 | -0.554305 | -0.466326 | -0.481135 | -0.643481 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 0.952064 | -0.074021 | 0.201380 | 0.952064 | 0.312307 | 0.206866 | 0.878722 | -0.553185 | -0.372673 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 0.732858 | 0.003847 | -0.777187 | 0.143716 | 0.732858 | -0.238872 | -0.739849 | -0.283476 | -0.714435 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.964518 | 0.152651 | -0.012518 | 0.455008 | 0.955266 | 0.964518 | 0.603947 | -0.482908 | -0.473402 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.853861 | -0.022374 | 0.153088 | 0.888544 | 0.418368 | 0.881101 | 1.853861 | -0.324394 | -0.341634 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 175.782886 | 22.013066 | 21.984708 | 6.012209 | 5.476358 | 175.782886 | 123.532620 | 61.642115 | 56.976915 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 0.536961 | 0.047711 | -0.370949 | 0.305596 | 0.536961 | 0.029978 | -0.175787 | -0.514659 | -0.621561 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 0.452632 | -0.072065 | 0.452632 | 0.363525 | -0.007791 | -0.923253 | 0.222895 | -0.733061 | -0.635185 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 0.379568 | -0.610486 | 0.379568 | -0.117029 | -0.404891 | -0.750553 | 0.101125 | -0.371803 | -0.149106 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.808784 | -0.513365 | 0.100919 | -0.003646 | -0.590229 | -0.629415 | 0.808784 | -0.770342 | -0.573340 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 8.388029 | -0.192072 | -1.079827 | -0.503190 | -0.302531 | 1.104672 | 8.388029 | -0.713109 | -0.145798 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 0.138172 | 0.007907 | -0.299849 | -0.789522 | 0.138172 | -0.123821 | -1.322934 | -0.262421 | -1.210279 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 0.359617 | 0.359617 | -0.566985 | -0.540910 | 0.139138 | -0.221433 | -0.949293 | -0.412513 | -0.944154 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 0.352878 | 0.169138 | -0.738607 | -0.124196 | 0.352878 | 0.088225 | -0.296450 | -0.517192 | -1.257076 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 0.141179 | -0.357444 | 0.141179 | -0.695167 | -0.760877 | -1.258720 | -0.079228 | -0.949361 | -0.620463 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.746480 | -0.497268 | 0.176854 | -0.848612 | -0.179831 | 0.294541 | 0.746480 | -0.264502 | -0.770820 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 2.721550 | 0.857040 | -0.505797 | -0.380302 | -0.972944 | 2.721550 | 0.989581 | -0.531726 | -0.805518 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 0.408613 | 0.044094 | 0.408613 | -0.903083 | -0.839763 | 0.064586 | -0.149193 | -1.441271 | -0.742082 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 256.469980 | 46.063211 | 47.757239 | 97.153723 | 99.871762 | 256.469980 | 243.707979 | 50.582623 | 67.831940 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 80.594530 | 0.743061 | 0.323275 | -0.788588 | -1.044883 | 80.594530 | 74.381578 | -0.455606 | -0.552465 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | 5.794705 | 2.171809 | 5.794705 | -1.681691 | -2.322895 | 0.221640 | 1.485961 | 0.482856 | 2.143593 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 1.920337 | 0.856373 | -0.271647 | 1.920337 | 0.763997 | -0.085773 | -0.744149 | 1.776455 | 0.119269 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Discontinuties | 1447.042028 | 120.419839 | 58.202284 | 94.527608 | 63.014129 | 145.363681 | 55.262106 | 1447.042028 | 510.305548 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Variability | 52.010219 | 5.546085 | 4.977442 | 8.208266 | 9.710349 | 52.010219 | 38.361549 | 1.463265 | -2.171771 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 311.632424 | 19.141789 | 17.806913 | 29.070274 | 28.160871 | 279.009283 | 311.632424 | 37.630155 | 42.707159 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 0.461329 | 0.461329 | -0.467749 | -0.979618 | -0.816154 | -0.445106 | -0.480163 | -0.386682 | -0.858861 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Power | 2.507522 | 1.049747 | 1.268683 | 1.326822 | 2.507522 | -0.546900 | -0.555361 | -0.066608 | 1.091929 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.941536 | 0.688057 | -0.484647 | -0.682919 | -0.583800 | 0.941536 | -1.089448 | -0.279118 | -0.977849 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Discontinuties | 0.580840 | -0.238219 | 0.556188 | -0.405593 | 0.074968 | -1.032502 | -0.223252 | -0.929360 | 0.580840 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.764587 | -0.155548 | 0.698139 | -0.109481 | 0.206029 | 0.475484 | 1.764587 | -0.819052 | 0.469414 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | 0.558700 | 0.558700 | -0.271716 | -0.256293 | -0.544537 | -0.294171 | -0.920806 | -0.825490 | 0.537754 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 2.842618 | -0.269652 | 0.117709 | -0.481482 | -0.265033 | -0.144254 | 2.842618 | -0.767305 | -0.344776 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.773538 | -0.586202 | -0.005263 | -0.408539 | -0.379538 | -0.665390 | 0.773538 | -0.629526 | -0.806414 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Shape | -0.041342 | -0.041342 | -0.966281 | -0.647425 | -0.524825 | -0.480360 | -0.860652 | -0.318949 | -0.779334 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.805723 | 0.121812 | -0.067552 | -0.177182 | 0.192441 | 0.163904 | 1.805723 | -0.330182 | 0.341806 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.487320 | 0.048630 | 0.156524 | 0.270221 | 0.005662 | 1.487320 | 0.433718 | -0.610309 | -1.089531 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Power | 0.237961 | -0.191610 | -0.416533 | -0.404033 | 0.237961 | -0.437569 | -0.178325 | -1.620162 | -1.842139 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.299393 | 0.011754 | -0.495644 | 0.020548 | -0.435051 | 0.299393 | -0.292679 | -0.490198 | -0.956891 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 0.670504 | -0.339532 | -0.512447 | 0.490941 | -0.082007 | 0.670504 | -0.509813 | -0.522386 | -0.603886 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Temporal Discontinuties | 1.917741 | -0.048763 | 0.024846 | -0.355997 | -0.621987 | -0.631324 | 0.472905 | 1.917741 | 0.753720 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Variability | 1.085330 | -0.292103 | -0.592134 | -0.281731 | -0.123588 | 0.144075 | 1.085330 | 0.147601 | -0.259128 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | N04 | digital_ok | ee Temporal Discontinuties | 0.742540 | -0.377313 | -0.025457 | -0.710513 | -0.009962 | -0.372246 | 0.031750 | -0.652529 | 0.742540 |